Triple
T21630108
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joyce Banda |
E533807
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Banda
Banda is a surname most prominently associated with Joyce Banda, the former President of Malawi and one of Africa’s notable female political leaders.
|
E1493519
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Banda | Statement: [Joyce Banda, familyName, Banda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Banda Context triple: [Joyce Banda, familyName, Banda]
-
A.
Banda
Banda is a city in the Bundelkhand region of Uttar Pradesh, India, known for its historical significance and proximity to the Ken River.
-
B.
Banda
Banda is a town in the Sagar district of the central Indian state of Madhya Pradesh.
-
C.
A Banda
"A Banda" is a famous 1966 Brazilian song by Chico Buarque that became a classic of MPB (Música Popular Brasileira) and won the first Festival de Música Popular Brasileira.
-
D.
Banda Arc
The Banda Arc is a complex volcanic island arc and tectonic boundary in eastern Indonesia, formed by the collision and subduction of multiple tectonic plates around the Banda Sea.
-
E.
Banda-Linda
Banda-Linda is a dialect of the Central Banda language spoken by the Banda people in parts of Central Africa, particularly in the Central African Republic.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Banda Triple: [Joyce Banda, familyName, Banda]
Generated description
Banda is a surname most prominently associated with Joyce Banda, the former President of Malawi and one of Africa’s notable female political leaders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Banda Target entity description: Banda is a surname most prominently associated with Joyce Banda, the former President of Malawi and one of Africa’s notable female political leaders.
-
A.
Banda
Banda is a city in the Bundelkhand region of Uttar Pradesh, India, known for its historical significance and proximity to the Ken River.
-
B.
Banda
Banda is a town in the Sagar district of the central Indian state of Madhya Pradesh.
-
C.
A Banda
"A Banda" is a famous 1966 Brazilian song by Chico Buarque that became a classic of MPB (Música Popular Brasileira) and won the first Festival de Música Popular Brasileira.
-
D.
Banda Arc
The Banda Arc is a complex volcanic island arc and tectonic boundary in eastern Indonesia, formed by the collision and subduction of multiple tectonic plates around the Banda Sea.
-
E.
Banda-Linda
Banda-Linda is a dialect of the Central Banda language spoken by the Banda people in parts of Central Africa, particularly in the Central African Republic.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef5215ae3c81909e6dedba23822970 |
completed | April 27, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a0f97ba188190b00ddfbbeee22499 |
completed | May 17, 2026, 6:57 p.m. |
| NEDg | Description generation | batch_6a0a1020e67c8190a6faf7e8e458d48e |
completed | May 17, 2026, 6:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a10ac13288190a1fbf21fa67a4ed2 |
completed | May 17, 2026, 7:02 p.m. |
Created at: April 16, 2026, 6:34 p.m.